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Memorization

Papers

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Showing 251–300 of 1088 papers

TitleStatusHype
Reasoning, Memorization, and Fine-Tuning Language Models for Non-Cooperative Games—0
Self-Comparison for Dataset-Level Membership Inference in Large (Vision-)Language Models—0
Patch-Based Diffusion Models Beat Whole-Image Models for Mismatched Distribution Inverse Problems—0
WILT: A Multi-Turn, Memorization-Robust Inductive Logic Benchmark for LLMs—0
Losing dimensions: Geometric memorization in generative diffusion—0
Emergent properties with repeated examples—0
KnowledgeSG: Privacy-Preserving Synthetic Text Generation with Knowledge Distillation from ServerCode0
Forgetting Curve: A Reliable Method for Evaluating Memorization Capability for Long-context ModelsCode1
In-context Learning in Presence of Spurious CorrelationsCode0
Mitigating Memorization In Language ModelsCode1
Extracting Training Data from Unconditional Diffusion Models—0
Undesirable Memorization in Large Language Models: A Survey—0
Quantifying Generalization Complexity for Large Language ModelsCode0
Composing Global Optimizers to Reasoning Tasks via Algebraic Objects in Neural NetsCode0
On the Generalization and Causal Explanation in Self-Supervised LearningCode0
Mitigating Backdoor Threats to Large Language Models: Advancement and Challenges—0
Federated Learning from Vision-Language Foundation Models: Theoretical Analysis and MethodCode1
Localizing Memorization in SSL Vision Encoders—0
PDFed: Privacy-Preserving and Decentralized Asynchronous Federated Learning for Diffusion Models—0
Enhancing elusive clues in knowledge learning by contrasting attention of language modelsCode0
Optimal Memorization Capacity of Transformers—0
SSP-RACL: Classification of Noisy Fundus Images with Self-Supervised Pretraining and Robust Adaptive Credal Loss—0
FineZip : Pushing the Limits of Large Language Models for Practical Lossless Text CompressionCode1
Training Data Attribution: Was Your Model Secretly Trained On Data Created By Mine?—0
Training Large ASR Encoders with Differential Privacy—0
Data-centric NLP Backdoor Defense from the Lens of Memorization—0
Unlocking Memorization in Large Language Models with Dynamic Soft Prompting—0
Promise and Peril of Collaborative Code Generation Models: Balancing Effectiveness and Memorization—0
MEOW: MEMOry Supervised LLM Unlearning Via Inverted FactsCode1
Implicit Reasoning in Deep Time Series Forecasting—0
Online Learning via Memory: Retrieval-Augmented Detector Adaptation—0
Towards Data Contamination Detection for Modern Large Language Models: Limitations, Inconsistencies, and Oracle ChallengesCode0
Revisiting Physical-World Adversarial Attack on Traffic Sign Recognition: A Commercial Systems Perspective—0
NEVLP: Noise-Robust Framework for Efficient Vision-Language Pre-training—0
Context-Aware Membership Inference Attacks against Pre-trained Large Language Models—0
Constructive Universal Approximation and Finite Sample Memorization by Narrow Deep ReLU Networks—0
Anonymity Unveiled: A Practical Framework for Auditing Data Use in Deep Learning Models—0
Applied Federated Model Personalisation in the Industrial Domain: A Comparative Study—0
MemoRAG: Moving towards Next-Gen RAG Via Memory-Inspired Knowledge DiscoveryCode7
Generalization vs. Memorization in the Presence of Statistical Biases in Transformers—0
Customizing Large Language Model Generation Style using Parameter-Efficient Finetuning—0
EDCSSM: Edge Detection with Convolutional State Space Model—0
Iterative Graph AlignmentCode0
The Unreasonable Ineffectiveness of Nucleus Sampling on Mitigating Text MemorizationCode0
Avoiding Generative Model Writer's Block With Embedding Nudging—0
Memorization in In-Context Learning—0
CodeJudge-Eval: Can Large Language Models be Good Judges in Code Understanding?Code1
MAPLE: Enhancing Review Generation with Multi-Aspect Prompt LEarning in Explainable Recommendation—0
ALTBI: Constructing Improved Outlier Detection Models via Optimization of Inlier-Memorization Effect—0
Generating Streamlining Constraints with Large Language Models—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaLM-540B (few-shot, k=5)Accuracy95.4—Unverified
2Gopher-280B (few-shot, k=5)Accuracy80—Unverified
3PaLM-62B (few-shot, k=5)Accuracy77.7—Unverified